Period
to 22 November 2017

The table below looks at the prevalence of the term Retail in contract job vacancies advertised in Liverpool. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Retail over the 6 months to 22 November 2017 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Retailing
Merseyside > Liverpool
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 26 29 37
Rank change year-on-year +3 +8 -22
Contract jobs citing Retail 20 18 18
As % of all contract IT jobs advertised in Liverpool 4.89% 4.10% 3.05%
As % of the General category 17.70% 14.52% 9.23%
Number of daily rates quoted 22 21 12
Liverpool median daily rate £404 £115 £433
Median daily rate % change year-on-year +251.09% -73.41% +15.33%
10th Percentile £105 £105 £326
90th Percentile £600 £410 £538
Merseyside median daily rate £423 £115 £433
% change year-on-year +267.39% -73.41% +15.33%
Number of hourly rates quoted 0 0 1
Liverpool median hourly rate - - £14.50
Merseyside median hourly rate - - £14.50

Retail is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Liverpool with a requirement for common skills.

All General Skills
Liverpool
Contract vacancies with a requirement for common skills 113 124 195
As % of all contract IT jobs advertised in Liverpool 27.63% 28.25% 33.05%
Number of daily rates quoted 66 89 97
Liverpool median daily rate £407 £370 £410
Median daily rate % change year-on-year +9.93% -9.76% +9.33%
10th Percentile £213 £170 £210
90th Percentile £581 £528 £538
Merseyside median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +10.34%
Number of hourly rates quoted 3 2 6
Liverpool median hourly rate £13.00 £29.67 £12.00
Median hourly rate % change year-on-year -56.19% +147.27% -54.72%
Merseyside median hourly rate £13.00 £22.42 £12.00
% change year-on-year -42.02% +86.85% -54.72%

Retail
Job Vacancy Trend in Liverpool

Job postings citing Retail as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Retail in Liverpool

Retail
Contractor Daily Rate Trend in Liverpool

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Retail in Liverpool.

Contractor daily rate trend for Retail in Liverpool

Retail
Contractor Daily Rate Histogram in Liverpool

The daily rate distribution of IT jobs citing Retail in Liverpool over the 6 months to 22 November 2017.

Contractor daily rate histogram for Retail in Liverpool

Retail
Contractor Hourly Rate Trend in Liverpool

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Retail in Liverpool.

Contractor hourly rate trend for Retail in Liverpool

For the 6 months to 22 November 2017, IT contractor jobs citing Retail also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Liverpool region with a requirement for Retail.

1 6 (30.00%) E-Commerce
1 6 (30.00%) SAS
1 6 (30.00%) Project Management
2 5 (25.00%) Data Modelling
2 5 (25.00%) Stakeholder Management
3 3 (15.00%) EPoS
3 3 (15.00%) Python
3 3 (15.00%) SQL
3 3 (15.00%) Teradata
3 3 (15.00%) Agile Software Development
3 3 (15.00%) Logistics
3 3 (15.00%) Logistic Regression
3 3 (15.00%) Data Extraction
3 3 (15.00%) Big Data
3 3 (15.00%) Analytics
3 3 (15.00%) Apache Spark
3 3 (15.00%) Analytical Skills
4 2 (10.00%) Skype
4 2 (10.00%) Data Centre
4 2 (10.00%) Mobile Device Management
4 2 (10.00%) Waterfall
4 2 (10.00%) Apache Hive
4 2 (10.00%) R
4 2 (10.00%) Data Governance
4 2 (10.00%) Oracle BI EE
4 2 (10.00%) Data Architecture
4 2 (10.00%) Hadoop
4 2 (10.00%) Project Planning
4 2 (10.00%) Banking
4 2 (10.00%) Telecoms

Retail
Co-occurring IT Skills in Liverpool by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (30.00%) SAS
2 3 (15.00%) Apache Spark
3 1 (5.00%) JBoss
Business Applications
1 1 (5.00%) SAP Hybris
Cloud Services
1 1 (5.00%) Amazon AWS
1 1 (5.00%) Amazon CloudWatch
1 1 (5.00%) Amazon EC2
1 1 (5.00%) Amazon S3
1 1 (5.00%) AWS CloudFormation
1 1 (5.00%) AWS Lambda
1 1 (5.00%) Route 53
1 1 (5.00%) Serverless
1 1 (5.00%) Virtual Private Cloud
Communications & Networking
1 2 (10.00%) PSTN
1 2 (10.00%) Skype
1 2 (10.00%) VoIP
2 1 (5.00%) RFID
2 1 (5.00%) SMTP
2 1 (5.00%) SSL
2 1 (5.00%) Structured Cabling
Database & Business Intelligence
1 3 (15.00%) Big Data
2 2 (10.00%) Apache Hive
2 2 (10.00%) Data Warehouse
2 2 (10.00%) Hadoop
2 2 (10.00%) Oracle BI EE
3 1 (5.00%) SQL Server
Development Applications
1 1 (5.00%) Git (software)
1 1 (5.00%) GitLab
1 1 (5.00%) Jenkins
1 1 (5.00%) Sonatype Nexus
General
1 2 (10.00%) Banking
1 2 (10.00%) Finance
1 2 (10.00%) Telecoms
2 1 (5.00%) Advertising
2 1 (5.00%) Marketing
Job Titles
1 8 (40.00%) Project Manager
2 4 (20.00%) Architect
3 3 (15.00%) Solutions Architect
4 2 (10.00%) Data Architect
4 2 (10.00%) Data Modeller
4 2 (10.00%) Developer
4 2 (10.00%) E-Commerce Manager
4 2 (10.00%) E-Commerce Project Manager
4 2 (10.00%) EPoS Manager
4 2 (10.00%) EPoS Project Manager
4 2 (10.00%) SAS Modeller
4 2 (10.00%) Telephony Manager
4 2 (10.00%) Telephony Project Manager
5 1 (5.00%) Customer Solutions Architect
5 1 (5.00%) Data Engineer
5 1 (5.00%) E-Commerce Architect
5 1 (5.00%) E-Commerce Solution Architect
5 1 (5.00%) GDPR Business Analyst
5 1 (5.00%) Senior E-Commerce Manager
5 1 (5.00%) Supply Chain Project Manager
Libraries, Frameworks & Software Standards
1 1 (5.00%) .NET
1 1 (5.00%) Android SDK
1 1 (5.00%) AngularJS
1 1 (5.00%) ASP.NET
1 1 (5.00%) ASP.NET MVC
1 1 (5.00%) CSS
1 1 (5.00%) Drools
1 1 (5.00%) HTML
1 1 (5.00%) Ionic Framework
1 1 (5.00%) jQuery
1 1 (5.00%) Software Packaging
1 1 (5.00%) Twitter Bootstrap
Miscellaneous
1 3 (15.00%) Analytical Skills
1 3 (15.00%) EPoS
2 2 (10.00%) Data Centre
3 1 (5.00%) Algorithms
3 1 (5.00%) Driving Licence
3 1 (5.00%) Greenfield Project
3 1 (5.00%) Mobile App
3 1 (5.00%) PKI
Operating Systems
1 1 (5.00%) Android
1 1 (5.00%) CentOS
1 1 (5.00%) Linux
Processes & Methodologies
1 6 (30.00%) E-Commerce
1 6 (30.00%) Project Management
2 5 (25.00%) Data Modelling
2 5 (25.00%) Stakeholder Management
3 3 (15.00%) Agile Software Development
3 3 (15.00%) Analytics
3 3 (15.00%) Data Extraction
3 3 (15.00%) Logistic Regression
3 3 (15.00%) Logistics
4 2 (10.00%) Business Intelligence
4 2 (10.00%) Change Data Capture
4 2 (10.00%) Data Architecture
4 2 (10.00%) Data Governance
4 2 (10.00%) ETL
4 2 (10.00%) Mobile Device Management
4 2 (10.00%) Project Planning
4 2 (10.00%) Waterfall
5 1 (5.00%) MVC
5 1 (5.00%) Risk Management
5 1 (5.00%) Technical Architecture
Programming Languages
1 3 (15.00%) Python
1 3 (15.00%) SQL
2 2 (10.00%) R
3 1 (5.00%) C#
3 1 (5.00%) Java
3 1 (5.00%) JavaScript
Quality Assurance & Compliance
1 1 (5.00%) Disclosure Scotland
1 1 (5.00%) GDPR
System Software
1 1 (5.00%) Active Directory
Systems Management
1 1 (5.00%) Puppet
1 1 (5.00%) Rsyslog
Vendors
1 3 (15.00%) Teradata
2 1 (5.00%) hybris
2 1 (5.00%) Oracle
2 1 (5.00%) Red Hat
2 1 (5.00%) SAP
2 1 (5.00%) Sitecore